“…Since the 21st century, global market demand for poultry meat has increased year by year from 71,293,729.64 tons in 2001 to 139,219,230.84 tons in 2022 ( FAO, 2024 ), which prompted the development of intensive rearing systems and AI technology in the poultry industry ( Campbell et al, 2019 ; Shaheen, et al, 2020 ). As early as the last half of 20th century, AI technology began using in the chicken industry to improve fertility and achieve breeding goals ( Bilcik et al, 2005 ; Santiago-Moreno and Blesbois, 2022 ).…”